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Create app.py
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app.py
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import streamlit as st
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import requests
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import pandas as pd
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from pandas import json_normalize
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import plotly.express as px
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def create_stargazers_count(user,repo):
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"""this function creates the stargazers count dataframe"""
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star_count_url = "https://api.github.com/repos/"+user+"/"+repo
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response = requests.request("GET", star_count_url)
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total_star_count = response.json()['stargazers_count']
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loops = int(total_star_count / 100) + 1
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star_trends_url = "https://api.github.com/repos/"+user+"/"+repo+"/stargazers"
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star_trends_resp = []
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headers = {
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"Accept": "application/vnd.github.v3.star+json",
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"content-type": "application/json"
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}
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for page in range(loops):
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response = requests.request("GET", star_trends_url+"?per_page=100"+"&page="+str(page+1), headers=headers).json()
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star_trends_resp.extend(response)
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df = json_normalize(star_trends_resp)
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df['starred_date'] = pd.to_datetime(df['starred_at']).dt.date
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star_trend_df = df.groupby(['starred_date'])['starred_date'].count().cumsum().reset_index(name="count")
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return star_trend_df
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st.title("⭐️ Github Star Tracking ⭐️")
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st.subheader("with interactive ⭐️ History chart")
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st.image("https://external-content.duckduckgo.com/iu/?u=https%3A%2F%2Fpngimg.com%2Fuploads%2Fgithub%2Fgithub_PNG93.png&f=1&nofb=1",
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width=200)
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st.markdown("### Github Repo Details")
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first,second = st.columns(2)
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with first:
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user = st.text_input(label="Enter the github user name", value = "amrrs")
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with second:
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repo = st.text_input(label="Enter the github repo name (without the user name)", value = "coinmarketcapr")
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st.write("You are going to see the star trends for this repo:" + user+"/"+repo +"/")
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with st.spinner("Downloading Data from Github.....Stars are coming....."):
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df = create_stargazers_count(user,repo)
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st.markdown("### Github Stars Trend")
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chart = px.line(data_frame=df, x = 'starred_date', y = 'count')
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st.plotly_chart(chart)
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